Computer scienceData scienceInstrumentsScikit-learnTraining ML models with scikit-learnClassification in scikit-learn

Logistic regression in scikit-learn

Average = 'macro'

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What does average='macro' mean in metric functions $Precision$ and $F1-score$ ?

precision = precision_score(y_test, y_pred, average='macro')
f1 = f1_score(y_test, y_pred, average='macro')

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Function will return the median value of the metric among all classes

Function will return the average value of the metric among all classes

Function will return the value of the metric ignoring the classes

Function will return the value of metric for every class

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